Vincent Le Doze

Combining Stochastic Optimization and Frontiers for Aerial Multi-Robot Exploration of 3D Terrains

This paper addresses the problem of exploring unknown terrains with a fleet of cooperating aerial vehicles. We present a novel decentralized approach which alternates gradient-free stochastic optimization and a frontier-based approach. Our method allows each robot to generate its trajectory based on…